Senior Machine Learning Engineer
Bengaluru- We Work, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Build ML lifecycle systems
- Build feature stores and model hosting
- Build stream processing pipelines for real time features
- Collaborate with product teams to deliver ML solutions
- Create experimentation frameworks for A B testing
- Deploy journey prediction models
- Design monitoring for model quality and drift
- Develop low latency real time model serving
- Implement MLOps best practices with MLflow
- Monitor and remediate faults in data streams and model responses
- Scale training and serving for ML models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Monitoring | Apache Spark | B testing | Caching | CloudWatch | Data Versioning | Drift monitoring | Experimentation | Feature Store | Golang | Grafana | JAX | Java | Keras | Kubernetes | Low Latency | Low-Latency Systems | MLflow | Model Drift | Model Hosting | Model drift monitoring | Model versioning | Prediction Monitoring | Prometheus | PyTorch | Python | Real Time | Real-time Serving | Scala | Stream processing | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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